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Os11g0459400

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 7.83 (0.0217) R2 : 0.558
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.38 (0.11) R2dC : 1.9 R2C : -1.72
β3 : -3.89 (0.165) R2dE : 2.28 R2E : -1.45
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.503 (0.0478) R2dN8 : 0.153 R2N8 : -0.0534
σ : 0.407
deviance : 76.19
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C
peak time of C : 9.06
E
wheather : temperature
threshold : 35
memory length : 622
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 0.728
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = < th, dose dependency = dose dependent, type of G = sin)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
66.16 0.382 7.89 -0.319 1.66 -3.14 0.0685 2.34 -0.586 8.8 31.26 694 1.15 --
69.17 0.387 7.84 -0.0821 2 -3.42 1.38 -- -0.511 8.92 33.61 695 1.47 --
65.82 0.378 7.87 -0.277 1.86 -3.3 -- 2.34 -0.556 8.88 32.67 645 0.771 --
76.16 0.406 7.83 -0.0374 2.33 -3.85 -- -- -0.511 9.02 34.55 622 0.726 --
93.87 0.451 7.93 -0.293 -- -1.92 -- 2.05 -0.531 -- 24.3 861 1.01 --
140.56 0.556 7.81 0.452 0.562 -- -1.24 -- -0.13 3.04 -- -- -- --
143.6 0.561 7.8 0.478 0.606 -- -- -- -0.125 4.26 -- -- -- --
99.44 0.464 7.89 -0.0187 -- -2.07 -- -- -0.488 -- 24.18 954 1.33 --
76.19 0.407 7.83 -- 2.38 -3.89 -- -- -0.503 9.06 35 622 0.728 --
163.42 0.597 7.81 0.502 -- -- -- -- -0.108 -- -- -- -- --
149.62 0.572 7.82 -- 0.615 -- -- -- -0.178 4.25 -- -- -- --
99.44 0.464 7.89 -- -- -2.06 -- -- -0.488 -- 24.2 959 1.38 --
170.08 0.609 7.82 -- -- -- -- -- -0.164 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 64.97 temperature 30 720 < th dose dependent rect. 22 13
3 65.38 temperature 30 720 < th dose dependent rect. 23 10
12 66.96 temperature 30 720 < th dose dependent sin 7 NA
17 67.55 temperature 10 720 > th dose dependent sin 8 NA
40 68.89 temperature 15 720 > th dose dependent rect. 23 8
57 69.62 temperature 10 720 > th dose dependent rect. 19 16
59 69.69 temperature 15 720 > th dose dependent rect. 21 14
101 71.38 temperature 15 720 > th dose dependent rect. 21 12
173 73.23 temperature 25 720 < th dose dependent rect. 5 2
297 76.68 temperature 20 720 < th dose independent rect. 1 8
329 77.22 temperature 20 720 < th dose independent rect. 3 4
371 78.07 temperature 20 720 > th dose independent rect. 1 6
404 78.71 temperature 30 270 < th dose dependent rect. 6 9
477 80.17 temperature 20 720 < th dose independent sin 7 NA
489 80.30 temperature 20 720 > th dose independent rect. 23 10
588 82.15 temperature 20 720 > th dose independent sin 8 NA
632 82.74 temperature 20 720 > th dose independent rect. 23 14
678 83.44 temperature 25 270 < th dose independent rect. 6 7